The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-01-09"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "89690533 (up from 88925739 yesterday: 0.86 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "1926624 (up from 1913902 yesterday: 0.66 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 13347171

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.15



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 22192842 264830 1.21 4482931 372508 3252 0.88 1.68
India 10450284 36867 0.35 419061 150999 429 0.28 1.44
Brazil 8075998 62290 0.78 862843 202631 1171 0.58 2.51
Russia 3344175 23012 0.69 551560 60523 456 0.76 1.81
United Kingdom 3026342 60098 2.03 1016265 81000 1035 1.29 2.68
France 2824920 20177 0.72 307963 67734 168 0.25 2.40
Turkey 2317118 9537 0.41 312833 22631 181 0.81 0.98
Italy 2257866 19976 0.89 319783 78394 483 0.62 3.47
Spain 2050360 0 0.00 253124 51874 0 0.00 2.53
Germany 1928462 22824 1.20 419944 40597 575 1.44 2.11
Colombia 1771363 15795 0.90 275301 45784 353 0.78 2.58
Argentina 1714409 11057 0.65 177240 44417 144 0.33 2.59
Mexico 1524036 16105 1.07 210361 133204 1135 0.86 8.74
Poland 1376389 10744 0.79 182279 31011 437 1.43 2.25
Iran 1280438 5924 0.46 128366 56100 82 0.15 4.38
South Africa 1214176 21606 1.81 301699 32824 399 1.23 2.70
Ukraine 1144943 5143 0.45 162006 20526 94 0.46 1.79
Peru 1026180 0 0.00 36723 38049 0 0.00 3.71
Netherlands 878443 7380 0.85 191193 12406 137 1.12 1.41
Czechia 822716 13115 1.62 203880 12978 178 1.39 1.58
Indonesia 818386 10046 1.24 160438 23947 194 0.82 2.93
Romania 668202 4403 0.66 80258 16592 86 0.52 2.48
Belgium 662694 1991 0.30 38934 20038 46 0.23 3.02
Canada 657323 8393 1.29 151582 16869 134 0.80 2.57
Chile 637742 4361 0.69 54387 17037 63 0.37 2.67
Iraq 602331 907 0.15 19213 12881 4 0.03 2.14
Bangladesh 521382 692 0.13 21822 7756 22 0.28 1.49
Pakistan 502416 2899 0.58 45128 10644 46 0.43 2.12
Sweden 489471 0 0.00 122351 9433 0 0.00 1.93
Philippines 485797 1945 0.40 27753 9398 34 0.36 1.93
Israel 485434 8077 1.69 112548 3645 49 1.36 0.75
Switzerland 477983 0 0.00 73994 8253 23 0.28 1.73
Portugal 476187 9478 2.03 105400 7701 111 1.46 1.62
Morocco 451637 1416 0.31 36411 7709 24 0.31 1.71
Austria 379071 2278 0.60 41862 6687 46 0.69 1.76
Saudi Arabia 363692 110 0.03 2844 6286 4 0.06 1.73
Serbia 356125 0 0.00 59597 3513 0 0.00 0.99
Hungary 340459 2716 0.80 40437 10554 114 1.09 3.10
Jordan 305959 796 0.26 33162 4009 20 0.50 1.31
Japan 282737 7790 2.83 85922 3805 59 1.58 1.35
Panama 276772 3735 1.37 67188 4406 43 0.99 1.59
Nepal 264521 362 0.14 11337 1912 3 0.16 0.72
Georgia 238086 2058 0.87 31179 2750 22 0.81 1.16
United Arab Emirates 227702 2998 1.33 35298 702 5 0.72 0.31
Azerbaijan 224050 633 0.28 24923 2890 21 0.73 1.29
Ecuador 220349 1201 0.55 14429 14177 12 0.08 6.43
Croatia 219347 1401 0.64 26360 4342 38 0.88 1.98
Lebanon 215553 5414 2.58 58983 1590 20 1.27 0.74
Belarus 210368 1767 0.85 38789 1507 9 0.60 0.72
Kazakhstan 208596 913 0.44 17627 2843 5 0.18 1.36
Bulgaria 208406 394 0.19 17377 8097 19 0.24 3.89
Slovakia 205236 4072 2.02 55961 2836 48 1.72 1.38
Denmark 180915 1745 0.97 48751 1543 25 1.65 0.85
Dominican Republic 180644 2106 1.18 21580 2424 0 0.00 1.34
Costa Rica 177614 0 0.00 20142 2305 0 0.00 1.30
Bolivia 172798 1644 0.96 23028 9351 23 0.25 5.41
Armenia 161794 379 0.23 8621 2922 14 0.48 1.81
Lithuania 158180 1641 1.05 48751 2171 52 2.45 1.37
Tunisia 157514 2611 1.69 38363 5153 45 0.88 3.27
Kuwait 153900 427 0.28 6125 942 2 0.21 0.61
Moldova 149093 424 0.29 14515 3130 8 0.26 2.10
Egypt 148799 989 0.67 23908 8142 57 0.71 5.47
West Bank and Gaza 146701 627 0.43 25485 1583 24 1.54 1.08
Qatar 145672 206 0.14 3814 246 0 0.00 0.17
Greece 144293 799 0.56 13808 5227 32 0.62 3.62
Guatemala 143127 1063 0.75 10532 4999 27 0.54 3.49
Ireland 140727 4843 3.56 61951 2336 9 0.39 1.66
Slovenia 138518 1889 1.38 33505 2973 26 0.88 2.15
Malaysia 133559 2451 1.87 41590 542 5 0.93 0.41
Oman 130070 0 0.00 3051 1505 0 0.00 1.16
Burma 130049 566 0.44 14862 2826 14 0.50 2.17
Ethiopia 127792 220 0.17 8298 1985 11 0.56 1.55
Honduras 126943 1386 1.10 10731 3264 20 0.62 2.57
Venezuela 116172 505 0.44 6391 1061 5 0.47 0.91
Bosnia and Herzegovina 115379 459 0.40 9855 4305 20 0.47 3.73
Paraguay 115026 1032 0.91 15869 2387 15 0.63 2.08
Libya 104002 0 0.00 10230 1568 0 0.00 1.51
Algeria 101913 256 0.25 7132 2803 5 0.18 2.75

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 2675262 55433 2.12 832705 29707 601 2.06 1.11 67707.20 751.84 1 in 15
Texas 1951915 19361 1.00 366748 30313 185 0.61 1.55 67316.98 1045.42 1 in 15
Florida 1464697 15445 1.07 271532 22804 138 0.61 1.56 68196.06 1061.75 1 in 15
New York 1119284 17839 1.62 271506 39471 189 0.48 3.53 57536.20 2028.99 1 in 17
Illinois 1024039 6717 0.66 129672 19210 102 0.53 1.88 80812.30 1515.96 1 in 12
Ohio 770977 8374 1.10 156548 9599 55 0.58 1.25 65956.92 821.19 1 in 15
Georgia 748852 11926 1.62 166552 11457 143 1.26 1.53 70530.49 1079.08 1 in 14
Pennsylvania 717277 9056 1.28 164382 17626 250 1.44 2.46 56028.56 1376.82 1 in 18
Tennessee 646450 5844 0.91 142799 7704 86 1.13 1.19 94604.64 1127.44 1 in 11
North Carolina 614355 11581 1.92 142087 7425 97 1.32 1.21 58576.48 707.95 1 in 17
Arizona 607345 11094 1.86 159114 10036 98 0.99 1.65 79757.52 1317.94 1 in 13
New Jersey 579250 6558 1.15 108166 19854 98 0.50 3.43 65214.77 2235.26 1 in 15
Michigan 562553 2898 0.52 66497 14145 232 1.67 2.51 56329.33 1416.36 1 in 18
Indiana 558560 5966 1.08 100689 8966 74 0.83 1.61 82968.19 1331.80 1 in 12
Wisconsin 548134 3516 0.65 57455 5567 38 0.69 1.02 94141.73 956.13 1 in 11
Minnesota 434413 2469 0.57 39778 5731 43 0.76 1.32 77028.61 1016.20 1 in 13
Missouri 431943 3937 0.92 59402 6129 40 0.66 1.42 70378.50 998.63 1 in 14
Massachusetts 427135 7414 1.77 107865 13074 89 0.69 3.06 61462.67 1881.29 1 in 16
Alabama 399150 4863 1.23 79246 5299 108 2.08 1.33 81406.27 1080.73 1 in 12
Virginia 393715 5798 1.49 90743 5381 69 1.30 1.37 46126.66 630.42 1 in 22
Colorado 358947 2837 0.80 52349 5190 52 1.01 1.45 62330.87 901.24 1 in 16
South Carolina 350084 5908 1.72 79547 5758 63 1.11 1.64 67994.45 1118.34 1 in 15
Louisiana 341431 0 0.00 58997 7833 0 0.00 2.29 73445.07 1684.95 1 in 14
Oklahoma 324875 4289 1.34 69007 2738 35 1.29 0.84 82101.94 691.94 1 in 12
Utah 303723 2613 0.87 54753 1390 9 0.65 0.46 94737.05 433.57 1 in 11
Maryland 303364 3758 1.25 54610 6246 30 0.48 2.06 50178.64 1033.13 1 in 20
Kentucky 300397 4231 1.43 59834 2876 20 0.70 0.96 67237.91 643.74 1 in 15
Iowa 296171 1409 0.48 29212 4127 3 0.07 1.39 93871.45 1308.05 1 in 11
Washington 271595 2988 1.11 48995 3698 -1 -0.03 1.36 35666.29 485.63 1 in 28
Arkansas 251746 2886 1.16 51632 4010 44 1.11 1.59 83419.68 1328.77 1 in 12
Nevada 246309 2648 1.09 44451 3450 56 1.65 1.40 79966.40 1120.07 1 in 13
Kansas 243648 0 0.00 39999 3141 0 0.00 1.29 83632.59 1078.15 1 in 12
Mississippi 236868 3203 1.37 44757 5146 45 0.88 2.17 79588.76 1729.08 1 in 13
Connecticut 205994 0 0.00 43212 6324 0 0.00 3.07 57777.68 1773.77 1 in 17
Nebraska 175620 1006 0.58 20205 1737 4 0.23 0.99 90787.47 897.95 1 in 11
New Mexico 154954 1498 0.98 26024 2732 22 0.81 1.76 73899.21 1302.92 1 in 14
Idaho 149235 977 0.66 20166 1528 5 0.33 1.02 83275.44 852.65 1 in 12
Oregon 124476 1629 1.33 22662 1603 28 1.78 1.29 29512.51 380.06 1 in 34
South Dakota 102901 321 0.31 8565 1570 14 0.90 1.53 116317.13 1774.70 1 in 9
West Virginia 99778 1880 1.92 28563 1570 16 1.03 1.57 55830.89 878.50 1 in 18
Rhode Island 97614 0 0.00 19802 1916 0 0.00 1.96 92144.23 1808.64 1 in 11
North Dakota 94558 120 0.13 4774 1352 0 0.00 1.43 124081.77 1774.13 1 in 8
Montana 86102 534 0.62 9483 1054 5 0.48 1.22 80561.16 986.17 1 in 12
Puerto Rico 82630 563 0.69 15419 1616 24 1.51 1.96 25872.86 506.00 1 in 39
Delaware 64475 972 1.53 14339 969 12 1.25 1.50 66212.14 995.11 1 in 15
New Hampshire 50871 719 1.43 15262 862 16 1.89 1.69 37413.10 633.96 1 in 27
Alaska 49958 319 0.64 6270 224 1 0.45 0.45 68291.08 306.20 1 in 15
Wyoming 46719 72 0.15 5231 489 0 0.00 1.05 80722.72 844.91 1 in 12
District of Columbia 31457 350 1.13 5115 813 4 0.49 2.58 44572.50 1151.97 1 in 22
Maine 29019 612 2.15 10281 432 6 1.41 1.49 21588.11 321.38 1 in 46
Hawaii 23408 228 0.98 3033 307 4 1.32 1.31 16532.57 216.83 1 in 60
Vermont 8790 171 1.98 2447 156 0 0.00 1.77 14086.79 250.00 1 in 71

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 35353748 2675262 7.57 6241499 832705 13.34 894754.7
2 Texas 14653811 1951915 13.32 2084301 366748 17.60 505375.6
3 Florida 16715694 1464697 8.76 2197631 271532 12.36 778280.0
4 New York 27074166 1119284 4.13 3953259 271506 6.87 1391733.2
5 Illinois 14025514 1024039 7.30 1669068 129672 7.77 1106827.0
6 Ohio 8092160 770977 9.53 852278 156548 18.37 692282.6
7 Georgia 5632471 748852 13.30 691422 166552 24.09 530493.2
8 Pennsylvania 4080903 717277 17.58 400783 164382 41.02 318771.0
9 Tennessee 5908921 646450 10.94 645405 142799 22.13 864740.3
10 North Carolina 7487537 614355 8.21 1144648 142087 12.41 713908.9
11 Arizona 3044506 607345 19.95 418329 159114 38.04 399809.4
12 New Jersey 8240865 579250 7.03 1140969 108166 9.48 927796.5
13 Michigan 8515027 562553 6.61 815393 66497 8.16 852623.3
14 Indiana 6061499 558560 9.21 865063 100689 11.64 900371.6
15 Wisconsin 5585041 548134 9.81 544934 57455 10.54 959227.9
16 Minnesota 5635581 434413 7.71 678687 39778 5.86 999281.7
17 Missouri 3798436 431943 11.37 347206 59402 17.11 618897.0
18 Massachusetts 11635559 427135 3.67 1547579 107865 6.97 1674300.9
19 Alabama 1956786 399150 20.40 181358 79246 43.70 399084.7
20 Virginia 4537960 393715 8.68 649291 90743 13.98 531656.0
21 Colorado 4736803 358947 7.58 731935 52349 7.15 822542.1
22 South Carolina 3434733 350084 10.19 563112 79547 14.13 667105.0
23 Louisiana 4399258 341431 7.76 473744 58997 12.45 946322.4
24 Oklahoma 2824791 324875 11.50 370175 69007 18.64 713877.1
25 Utah 2362020 303723 12.86 256403 54753 21.35 736759.5
26 Maryland 6085068 303364 4.99 843509 54610 6.47 1006515.1
27 Kentucky 3310799 300397 9.07 307413 59834 19.46 741056.7
28 Iowa 1195536 296171 24.77 51738 29212 56.46 378925.3
29 Washington 4009784 271595 6.77 531156 48995 9.22 526571.3
30 Arkansas 2158016 251746 11.67 230745 51632 22.38 715089.8
31 Nevada 2210776 246309 11.14 279723 44451 15.89 717748.1
32 Kansas 1051207 243648 23.18 120401 39999 33.22 360828.6
33 Mississippi 1420446 236868 16.68 148675 44757 30.10 477276.5
34 Connecticut 4619970 205994 4.46 674322 43212 6.41 1295819.9
35 Nebraska 1837671 175620 9.56 213321 20205 9.47 949991.4
36 New Mexico 2078816 154954 7.45 255647 26024 10.18 991409.4
37 Idaho 559371 149235 26.68 37454 20166 53.84 312137.7
38 Oregon 2786624 124476 4.47 370820 22662 6.11 660691.7
39 South Dakota 383093 102901 26.86 22911 8565 37.38 433040.3
40 West Virginia 1649119 99778 6.05 258718 28563 11.04 922766.3
41 Rhode Island 2115967 97614 4.61 298607 19802 6.63 1997399.4
42 North Dakota 1275907 94558 7.41 77102 4774 6.19 1674282.4
43 Montana 837136 86102 10.29 84893 9483 11.17 783264.6
45 Delaware 1044510 64475 6.17 154071 14339 9.31 1072652.1
46 New Hampshire 1085829 50871 4.68 128324 15262 11.89 798573.4
47 Alaska 1345573 49958 3.71 152455 6270 4.11 1839357.8
48 Wyoming 528137 46719 8.85 64384 5231 8.12 912533.5
49 District of Columbia 950762 31457 3.31 129763 5115 3.94 1347167.3
50 Maine 1173333 29019 2.47 147291 10281 6.98 872877.9
51 Hawaii 863028 23408 2.71 98655 3033 3.07 609538.2
52 Vermont 752906 8790 1.17 106388 2447 2.30 1206601.4

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 5023007 497491 2506 0.51 9.90 3577 456 55437 25728 5.17
Veneto 3451512 283819 3100 1.10 8.22 2540 349 89451 7345 2.59
Piemonte 1734982 206159 1532 0.75 11.88 2689 172 15829 8165 3.96
Campania 2132355 198518 1263 0.64 9.31 1376 107 75276 3115 1.57
Emilia-Romagna 2685079 188701 1790 0.96 7.03 2679 240 58368 8279 4.39
Lazio 2817904 177915 1543 0.87 6.31 2824 310 78169 4114 2.31
Toscana 1956024 124479 529 0.43 6.36 792 139 9105 3840 3.08
Sicilia 1294528 106322 1839 1.76 8.21 1256 205 40398 2695 2.53
Puglia 1110495 100451 1499 1.51 9.05 1376 175 54735 2648 2.64
Liguria 739849 63400 526 0.84 8.57 702 65 5144 2999 4.73
Friuli Venezia Giulia 981950 55591 1015 1.86 5.66 690 62 12890 1876 3.37
Marche 571099 46128 688 1.51 8.08 529 71 14606 1685 3.65
Abruzzo 538731 37438 400 1.08 6.95 463 40 11263 1274 3.40
Sardegna 505206 33493 305 0.92 6.63 496 47 17142 817 2.44
P.A. Bolzano 376673 31257 380 1.23 8.30 208 24 11523 778 2.49
Umbria 526153 30649 295 0.97 5.83 279 47 4237 652 2.13
Calabria 459663 26525 423 1.62 5.77 262 22 9270 509 1.92
P.A. Trento 467966 23295 142 0.61 4.98 333 48 1838 1006 4.32
Basilicata 192881 11771 143 1.23 6.10 86 4 6559 271 2.30
Valle d’Aosta 64752 7486 22 0.29 11.56 50 1 437 388 5.18
Molise 120826 6978 38 0.55 5.78 53 9 1165 210 3.01

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Quebec 226233 3127 1.40 8647 41 0.48 3.82 26498.20 1012.81 1 in 38
Ontario 216674 3712 1.74 4957 48 0.98 2.29 14727.88 336.94 1 in 68
Alberta 110641 989 0.90 1272 31 2.50 1.15 25070.78 288.23 1 in 40
British Columbia 56632 0 0.00 988 0 0.00 1.74 11080.59 193.31 1 in 90
Manitoba 26166 203 0.78 733 7 0.96 2.80 18995.05 532.12 1 in 53
Saskatchewan 17803 329 1.88 191 7 3.80 1.07 15066.02 161.64 1 in 66
Nova Scotia 1529 3 0.20 65 0 0.00 4.25 1564.26 66.50 1 in 639
New Brunswick 765 30 4.08 9 0 0.00 1.18 980.78 11.54 1 in 1020
Newfoundland and Labrador 392 0 0.00 4 0 0.00 1.02 751.87 7.67 1 in 1330
Nunavut 266 0 0.00 1 0 0.00 0.38 NA NA 1 in NA
Prince Edward Island 102 0 0.00 0 0 NaN 0.00 644.92 0.00 1 in 1551
Yukon 70 0 0.00 1 0 0.00 1.43 1704.08 24.34 1 in 587
Northwest Territories 24 0 0.00 0 0 NaN 0.00 534.47 0.00 1 in 1871
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 67826.53 1138.47 1 in 15
India 7804.54 112.77 1 in 128
Brazil 38585.75 968.14 1 in 26
Russia 23143.08 418.84 1 in 43
United Kingdom 45550.00 1219.15 1 in 22
France 42169.28 1011.11 1 in 24
Turkey 28673.65 280.05 1 in 35
Italy 37332.44 1296.20 1 in 27
Spain 43942.56 1111.74 1 in 23
Germany 23293.42 490.36 1 in 43
Colombia 36098.70 933.03 1 in 28
Argentina 38726.20 1003.32 1 in 26
Mexico 11795.94 1030.99 1 in 85
Poland 36239.84 816.51 1 in 28
Iran 15776.71 691.23 1 in 63
South Africa 21406.49 578.70 1 in 47
Ukraine NA NA 1 in NA
Peru 31898.66 1182.75 1 in 31
Netherlands 51131.72 722.12 1 in 20
Czechia 77250.33 1218.59 1 in 13

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 907077 12090 1.33
Cook Illinois 415991 8701 2.09
Maricopa Arizona 374740 5767 1.54
Miami-Dade Florida 324260 4365 1.35
Harris Texas 259773 3581 1.38
San Bernardino California 224350 1520 0.68
Dallas Texas 214973 2220 1.03
Riverside California 212122 2218 1.05
San Diego California 188600 1824 0.97
Clark Nevada 187893 2603 1.39
Orange California 186608 2041 1.09
Tarrant Texas 170730 1703 1.00
Broward Florida 149168 1915 1.28
Queens New York 140744 7635 5.42
Kings New York 137746 7878 5.72
Bexar Texas 129146 1844 1.43
Salt Lake Utah 116220 598 0.51
Suffolk New York 112211 2438 2.17
El Paso Texas 102889 1819 1.77
Nassau New York 101181 2470 2.44
Philadelphia Pennsylvania 98541 2599 2.64
Milwaukee Wisconsin 96043 1014 1.06
Bronx New York 94723 5188 5.48
Franklin Ohio 91391 700 0.77
Palm Beach Florida 91049 1955 2.15
Hennepin Minnesota 90265 1443 1.60
Wayne Michigan 89516 3787 4.23
Orange Florida 85875 777 0.90
Hillsborough Florida 85855 1121 1.31
Middlesex Massachusetts 85112 2837 3.33
Santa Clara California 82170 883 1.07
Pima Arizona 80642 1219 1.51
Kern California 77875 542 0.70
Marion Indiana 77264 1239 1.60
Westchester New York 76942 1721 2.24
Cuyahoga Ohio 76667 938 1.22
St. Louis Missouri 74745 1475 1.97
Utah Utah 73788 226 0.31
Fresno California 73689 711 0.96
Sacramento California 73245 977 1.33
Shelby Tennessee 72183 1016 1.41
Mecklenburg North Carolina 70128 615 0.88
Duval Florida 69773 772 1.11
King Washington 68799 1105 1.61
New York New York 67692 3375 4.99
Davidson Tennessee 66901 620 0.93
DuPage Illinois 65784 1105 1.68
Essex Massachusetts 65536 1785 2.72
Gwinnett Georgia 65067 624 0.96
Oakland Michigan 64880 1754 2.70
Oklahoma Oklahoma 63766 464 0.73
Fulton Georgia 63484 814 1.28
Providence Rhode Island 62846 1436 2.28
Fairfield Connecticut 61285 1779 2.90
Suffolk Massachusetts 60502 1415 2.34
Allegheny Pennsylvania 60188 1173 1.95
Alameda California 59172 732 1.24
Prince George’s Maryland 58954 1131 1.92
Jefferson Alabama 58394 784 1.34
Hamilton Ohio 56947 425 0.75
Bergen New Jersey 56390 2376 4.21
Douglas Nebraska 56376 541 0.96
Collin Texas 56236 416 0.74
Jefferson Kentucky 56144 557 0.99
Travis Texas 55870 579 1.04
Will Illinois 55611 833 1.50
Essex New Jersey 54999 2429 4.42
Hidalgo Texas 54600 2247 4.12
Tulsa Oklahoma 53356 450 0.84
Middlesex New Jersey 52627 1757 3.34
New Haven Connecticut 52278 1627 3.11
Macomb Michigan 51967 1711 3.29
Hartford Connecticut 51890 1921 3.70
Hudson New Jersey 51668 1750 3.39
San Joaquin California 51523 712 1.38
Denver Colorado 51286 700 1.36
Lake Illinois 50860 857 1.69
Cobb Georgia 50643 610 1.20
Wake North Carolina 50627 362 0.72
Ventura California 50553 334 0.66
Pinellas Florida 50491 1121 2.22
Montgomery Maryland 50428 1174 2.33
Worcester Massachusetts 48848 1628 3.33
Fairfax Virginia 48456 707 1.46
Erie New York 46886 1285 2.74
Contra Costa California 46618 389 0.83
Kent Michigan 45835 592 1.29
Passaic New Jersey 45386 1510 3.33
Lee Florida 44819 710 1.58
Union New Jersey 44264 1593 3.60
Bernalillo New Mexico 44177 639 1.45
Lubbock Texas 44095 606 1.37
El Paso Colorado 43957 627 1.43
Kane Illinois 43928 648 1.48
Greenville South Carolina 43922 562 1.28
Polk Iowa 43790 424 0.97
Sedgwick Kansas 43349 407 0.94
Denton Texas 43107 388 0.90
Lake Indiana 42550 646 1.52
Adams Colorado 42490 542 1.28

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc